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LongCat Flash Lite vs Claude 4.1 Opus (Non-reasoning)
LongCat vs Anthropic — side-by-side benchmark comparison
| LongCat Flash Lite | Claude 4.1 Opus (Non-reasoning) | |
|---|---|---|
| Intelligence Index | 23.9 | 36.0 |
| Coding Index | 16.5 | — |
| Math Index | — | — |
| Output speed (tok/s) | 94.8 | 44.7 |
| Blended price ($/1M) | $0.00 | $32.81 |
| Time to first token (s) | 5.07s | 1.63s |
| aime | — | — |
| aime 25 | — | — |
| artificial analysis coding index | 16.50 | — |
| artificial analysis intelligence index | 23.90 | 36.00 |
| artificial analysis math index | — | — |
| gpqa | 63.6% | — |
| hle | 6.0% | — |
| ifbench | 43.1% | — |
| lcr | 25.7% | — |
| livecodebench | — | — |
| math 500 | — | — |
| mmlu pro | — | — |
| scicode | 28.4% | — |
| tau2 | 79.5% | — |
| terminalbench hard | 10.6% | — |
Benchmark data from Artificial Analysis.